Who creates this site
The content and software are AI-created with Astra, an AI assistant, for this site’s publisher. Astra is not a barista, electrician or hands-on product tester. The publisher is responsible for the site and its corrections. No ownership stories, professional credentials, reader testimonials or taste tests are invented.
How we research
Model facts come from manufacturer documentation. Exact retailer variants are checked before a paid link is added. Ambiguous specifications stay visible as unresolved questions; we do not silently correct a dimension from appearance. Our short reference list is not an exhaustive market survey or a ranking of performance.
Default numbers and worked examples are fictional. Organizational methods are our own planning analysis. The illustrations are original drawings, not photos of actual products or a tested kitchen.
Limits of the tools
The counter planner compares entered rectangular reservations. It cannot approve safe appliance use, assess electricity, heat, steam or structural support, or simulate complex moving parts. Follow complete instructions for the actual equipment. The stock calculator estimates coffee mass and optional bean-only cost; it provides no consumption advice, freshness guarantee or complete savings calculation.
Corrections and review dates
We aim to check product references monthly and respond to credible corrections sooner. Editorial dates record a content review, not the latest automatic rebuild. Software tests check calculations and publishing controls, not whether all external facts remain current.
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